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<div class="header">
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<a href="#func-members">Functions</a>  </div>
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<div class="title">Linear SVM<div class="ingroups"><a class="el" href="group__groupSVM.html">SVM Functions</a></div></div>  </div>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:gad536321be0eeaa6403e4d4cf7b0fa7a6"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__linearsvm.html#gad536321be0eeaa6403e4d4cf7b0fa7a6">arm_svm_linear_init_f16</a> (<a class="el" href="structarm__svm__linear__instance__f16.html">arm_svm_linear_instance_f16</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, uint32_t nbOfSupportVectors, uint32_t vectorDimension, float16_t intercept, const float16_t *<a class="el" href="arm__svm__example__f32_8c.html#a6bee216b9b7e7b8d18687cd692e26a8a">dualCoefficients</a>, const float16_t *<a class="el" href="arm__svm__example__f32_8c.html#ac636d66272348052cde1083e5a0c3c60">supportVectors</a>, const int32_t *<a class="el" href="arm__svm__example__f32_8c.html#ae76f66a144055c576e6895e411417b63">classes</a>)</td></tr>
<tr class="memdesc:gad536321be0eeaa6403e4d4cf7b0fa7a6"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM linear instance init function.  <a href="#gad536321be0eeaa6403e4d4cf7b0fa7a6">More...</a><br/></td></tr>
<tr class="separator:gad536321be0eeaa6403e4d4cf7b0fa7a6"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ga25b5fd8b0e0dc95bd31cdd287e30d2cf"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__linearsvm.html#ga25b5fd8b0e0dc95bd31cdd287e30d2cf">arm_svm_linear_init_f32</a> (<a class="el" href="structarm__svm__linear__instance__f32.html">arm_svm_linear_instance_f32</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, uint32_t nbOfSupportVectors, uint32_t vectorDimension, <a class="el" href="arm__math__types_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> intercept, const <a class="el" href="arm__math__types_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *<a class="el" href="arm__svm__example__f32_8c.html#a6bee216b9b7e7b8d18687cd692e26a8a">dualCoefficients</a>, const <a class="el" href="arm__math__types_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *<a class="el" href="arm__svm__example__f32_8c.html#ac636d66272348052cde1083e5a0c3c60">supportVectors</a>, const int32_t *<a class="el" href="arm__svm__example__f32_8c.html#ae76f66a144055c576e6895e411417b63">classes</a>)</td></tr>
<tr class="memdesc:ga25b5fd8b0e0dc95bd31cdd287e30d2cf"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM linear instance init function.  <a href="#ga25b5fd8b0e0dc95bd31cdd287e30d2cf">More...</a><br/></td></tr>
<tr class="separator:ga25b5fd8b0e0dc95bd31cdd287e30d2cf"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ga15ec1a049d8d7e645e6475b3cf4e5314"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__linearsvm.html#ga15ec1a049d8d7e645e6475b3cf4e5314">arm_svm_linear_predict_f16</a> (const <a class="el" href="structarm__svm__linear__instance__f16.html">arm_svm_linear_instance_f16</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, const float16_t *in, int32_t *pResult)</td></tr>
<tr class="memdesc:ga15ec1a049d8d7e645e6475b3cf4e5314"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM linear prediction.  <a href="#ga15ec1a049d8d7e645e6475b3cf4e5314">More...</a><br/></td></tr>
<tr class="separator:ga15ec1a049d8d7e645e6475b3cf4e5314"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:gae6a74ebedc47b59915c308fa88fe339b"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__linearsvm.html#gae6a74ebedc47b59915c308fa88fe339b">arm_svm_linear_predict_f32</a> (const <a class="el" href="structarm__svm__linear__instance__f32.html">arm_svm_linear_instance_f32</a> *<a class="el" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a>, const <a class="el" href="arm__math__types_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *in, int32_t *pResult)</td></tr>
<tr class="memdesc:gae6a74ebedc47b59915c308fa88fe339b"><td class="mdescLeft">&#160;</td><td class="mdescRight">SVM linear prediction.  <a href="#gae6a74ebedc47b59915c308fa88fe339b">More...</a><br/></td></tr>
<tr class="separator:gae6a74ebedc47b59915c308fa88fe339b"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Description</h2>
<p>Linear SVM classifier </p>
<h2 class="groupheader">Function Documentation</h2>
<a class="anchor" id="gad536321be0eeaa6403e4d4cf7b0fa7a6"></a>
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      <table class="memname">
        <tr>
          <td class="memname">void arm_svm_linear_init_f16 </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="structarm__svm__linear__instance__f16.html">arm_svm_linear_instance_f16</a> *&#160;</td>
          <td class="paramname"><em>S</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">uint32_t&#160;</td>
          <td class="paramname"><em>nbOfSupportVectors</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">uint32_t&#160;</td>
          <td class="paramname"><em>vectorDimension</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float16_t&#160;</td>
          <td class="paramname"><em>intercept</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">const float16_t *&#160;</td>
          <td class="paramname"><em>dualCoefficients</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">const float16_t *&#160;</td>
          <td class="paramname"><em>supportVectors</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">const int32_t *&#160;</td>
          <td class="paramname"><em>classes</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">
<p>Classes are integer used as output of the function (instead of having -1,1 as class values).</p>
<dl class="params"><dt>Parameters</dt><dd>
  <table class="params">
    <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>Parameters for the SVM function </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">nbOfSupportVectors</td><td>Number of support vectors </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">vectorDimension</td><td>Dimension of vector space </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">intercept</td><td>Intercept </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">dualCoefficients</td><td>Array of dual coefficients </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">supportVectors</td><td>Array of support vectors </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">classes</td><td>Array of 2 classes ID </td></tr>
  </table>
  </dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>

</div>
</div>
<a class="anchor" id="ga25b5fd8b0e0dc95bd31cdd287e30d2cf"></a>
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        <tr>
          <td class="memname">void arm_svm_linear_init_f32 </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="structarm__svm__linear__instance__f32.html">arm_svm_linear_instance_f32</a> *&#160;</td>
          <td class="paramname"><em>S</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">uint32_t&#160;</td>
          <td class="paramname"><em>nbOfSupportVectors</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">uint32_t&#160;</td>
          <td class="paramname"><em>vectorDimension</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype"><a class="el" href="arm__math__types_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a>&#160;</td>
          <td class="paramname"><em>intercept</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">const <a class="el" href="arm__math__types_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
          <td class="paramname"><em>dualCoefficients</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">const <a class="el" href="arm__math__types_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
          <td class="paramname"><em>supportVectors</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">const int32_t *&#160;</td>
          <td class="paramname"><em>classes</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">
<p>Classes are integer used as output of the function (instead of having -1,1 as class values).</p>
<dl class="params"><dt>Parameters</dt><dd>
  <table class="params">
    <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>Parameters for the SVM function </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">nbOfSupportVectors</td><td>Number of support vectors </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">vectorDimension</td><td>Dimension of vector space </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">intercept</td><td>Intercept </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">dualCoefficients</td><td>Array of dual coefficients </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">supportVectors</td><td>Array of support vectors </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">classes</td><td>Array of 2 classes ID </td></tr>
  </table>
  </dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>

</div>
</div>
<a class="anchor" id="ga15ec1a049d8d7e645e6475b3cf4e5314"></a>
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          <td class="memname">void arm_svm_linear_predict_f16 </td>
          <td>(</td>
          <td class="paramtype">const <a class="el" href="structarm__svm__linear__instance__f16.html">arm_svm_linear_instance_f16</a> *&#160;</td>
          <td class="paramname"><em>S</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">const float16_t *&#160;</td>
          <td class="paramname"><em>in</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">int32_t *&#160;</td>
          <td class="paramname"><em>pResult</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
  <table class="params">
    <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>Pointer to an instance of the linear SVM structure. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">in</td><td>Pointer to input vector </td></tr>
    <tr><td class="paramdir">[out]</td><td class="paramname">pResult</td><td>Decision value </td></tr>
  </table>
  </dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>

</div>
</div>
<a class="anchor" id="gae6a74ebedc47b59915c308fa88fe339b"></a>
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          <td class="memname">void arm_svm_linear_predict_f32 </td>
          <td>(</td>
          <td class="paramtype">const <a class="el" href="structarm__svm__linear__instance__f32.html">arm_svm_linear_instance_f32</a> *&#160;</td>
          <td class="paramname"><em>S</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">const <a class="el" href="arm__math__types_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> *&#160;</td>
          <td class="paramname"><em>in</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">int32_t *&#160;</td>
          <td class="paramname"><em>pResult</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
  <table class="params">
    <tr><td class="paramdir">[in]</td><td class="paramname">S</td><td>Pointer to an instance of the linear SVM structure. </td></tr>
    <tr><td class="paramdir">[in]</td><td class="paramname">in</td><td>Pointer to input vector </td></tr>
    <tr><td class="paramdir">[out]</td><td class="paramname">pResult</td><td>Decision value </td></tr>
  </table>
  </dd>
</dl>
<dl class="section return"><dt>Returns</dt><dd>none. </dd></dl>

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